Publications by the researcher in collaboration with Ramón Rueda Delgado (10)

2022

  1. A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming

    Expert Systems with Applications, Vol. 194

2021

  1. Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques

    International Journal of Approximate Reasoning, Vol. 133, pp. 48-59

2020

  1. A three-valued logic approach for edge detection using cellular automata

    Journal of Cellular Automata, Vol. 15, Núm. 5-6, pp. 407-438

  2. An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling

    International Journal of Approximate Reasoning, Vol. 121, pp. 23-38

2019

  1. Generalised regression hypothesis induction for energy consumption forecasting

    Energies, Vol. 12, Núm. 6

  2. Straight line programs for energy consumption modelling

    Applied Soft Computing Journal, Vol. 80, pp. 310-328

2018

  1. A comparison between NARX neural networks and symbolic regression: An application for energy consumption forecasting

    Communications in Computer and Information Science

  2. A comparison between NARX neural networks and symbolic regression: an application for energy consumption forecasting

    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III

  3. Energy consumption forecasting based on Elman neural networks with evolutive optimization

    Expert Systems with Applications, Vol. 92, pp. 380-389

2017

  1. Preliminary evaluation of symbolic regression methods for energy consumption modelling

    ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods